{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# FM Demodulator on PYNQ"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Required Libraries\n",
    "\n",
    "In this project, we use RTL2832 USB tuners to get our RF input samples. \n",
    "<img src=\"rtl2832.png\" alt=\"RTL2832\" style=\"width: 200px;\"/>\n",
    "In order to interact with this unit, you should install the following library:\n",
    "\n",
    "https://pypi.org/project/pyrtlsdr/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "! pip3 install scikit-dsp-comm"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Testing the Unit\n",
    "\n",
    "Connect your RF tuner to the board via the USB connector and run the following cells. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from rtlsdr import *  # importing the library to interact with the RF tuner\n",
    "\n",
    "sdr = RtlSdr()  # initializing an instance for the device\n",
    "\n",
    "# configure device\n",
    "sdr.sample_rate = 2.4e6  # reading 2.4M samples per second\n",
    "sdr.center_freq = 94.1e6  # tuning to 94.1MHz\n",
    "sdr.gain = 40.2\n",
    "\n",
    "t_s = 1  # we read 1 second worth of samples\n",
    "n_s = int(sdr.sample_rate)*t_s  # number of samples in 1 second\n",
    "\n",
    "samples = sdr.read_samples(n_s)  # reading samples to the \"samples\" array\n",
    "sdr.close()  # closing the device instance"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "\"\"\"\n",
    "Alternatively, You can load samples from the provided file. \n",
    "\"\"\"\n",
    "import numpy as np\n",
    "samples2 = np.load('samples.npy')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0xb032e130>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "# use matplotlib to estimate and plot the PSD\n",
    "plt.psd(samples, NFFT=1024, Fs=sdr.sample_rate/1e6, Fc=sdr.center_freq/1e6)\n",
    "plt.xlabel('Frequency (MHz)')\n",
    "plt.ylabel('Relative power (dB)')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Demodulating the Signal\n",
    "\n",
    "As you can see in the power spectral density plot, there is a strong signal at 94.1MHz. This is KMYI radio channel local to San Diego are.\n",
    "\n",
    "We can install the following library to demodulate this FM signal:\n",
    "\n",
    "https://pypi.org/project/scikit-dsp-comm/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "! pip3 install scikit-dsp-comm"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The following cell can demodulate our RF samples stored in **samples** array"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done!\n",
      "Proceesing time: 5.1691569999999984 seconds\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source 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\" type=\"audio/x-wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import sk_dsp_comm.rtlsdr_helper as sdr\n",
    "from IPython.display import Audio\n",
    "import time\n",
    "\n",
    "#samples = sdr.capture(1, fo=94.1e6, fs=2.4e6, gain=40.2)  # we already captured our samples,\n",
    "#                                                            this is an alternative way for \n",
    "#                                                            gathering samples using sk_dsp_comm library\n",
    "tic = time.clock()\n",
    "z_bb, z_out = sdr.mono_FM(samples, fs=2.4e6, file_name='SW.wav')  # this line demodulates the samples and stores \n",
    "toc = time.clock()\n",
    "print(\"Proceesing time: {} seconds\".format(toc - tic))\n",
    "#                                                             the output in SW.wav\n",
    "\n",
    "Audio('SW.wav')  # play the results using your laptop speaker"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Digging Deeper into mono_FM\n",
    "\n",
    "The source code for *mono_FM* is available at:\n",
    "https://github.com/mwickert/scikit-dsp-comm/blob/master/sk_dsp_comm/rtlsdr_helper.py\n",
    "\n",
    "The following cell is the implementation of mono_FM and its helper function, *discrim*. We have renamed these functions to xxx_impl."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import scipy.signal as signal\n",
    "import numpy as np\n",
    "import sk_dsp_comm.sigsys as ss\n",
    "\n",
    "def discrim_impl(x):\n",
    "    \"\"\"\n",
    "    function disdata = discrim(x)\n",
    "    where x is an angle modulated signal in complex baseband form.\n",
    "    \n",
    "    Mark Wickert\n",
    "    http://www.eas.uccs.edu/~mwickert/ece5625/lecture_notes/N5625_4.pdf page 4-23\n",
    "    \"\"\"\n",
    "    X=np.real(x)        # X is the real part of the received signal\n",
    "    Y=np.imag(x)        # Y is the imaginary part of the received signal\n",
    "    b=np.array([1, -1]) # filter coefficients for discrete derivative\n",
    "    a=np.array([1, 0])  # filter coefficients for discrete derivative\n",
    "    derY=signal.lfilter(b,a,Y)  # derivative of Y, \n",
    "    derX=signal.lfilter(b,a,X)  #    \"          X,\n",
    "    disdata=(X*derY-Y*derX)/(X**2+Y**2)\n",
    "    return disdata\n",
    "\n",
    "def mono_FM_impl(x,fs=2.4e6,file_name='test.wav'):\n",
    "    \"\"\"\n",
    "    Decimate complex baseband input by 10\n",
    "    Design 1st decimation lowpass filter (f_c = 200 KHz)\n",
    "    \"\"\"\n",
    "    b = signal.firwin(64,2*200e3/float(fs))\n",
    "    # Filter and decimate (should be polyphase)\n",
    "    y = signal.lfilter(b,1,x)\n",
    "    z = ss.downsample(y,10)\n",
    "    # Apply complex baseband discriminator\n",
    "    z_bb = discrim_impl(z)\n",
    "    # Design 2nd decimation lowpass filter (fc = 12 KHz)\n",
    "    bb = signal.firwin(64,2*12e3/(float(fs)/10))\n",
    "    # Filter and decimate\n",
    "    zz_bb = signal.lfilter(bb,1,z_bb)\n",
    "    # Decimate by 5\n",
    "    z_out = ss.downsample(zz_bb,5)\n",
    "    # Save to wave file\n",
    "    ss.to_wav(file_name, 48000, z_out/2)\n",
    "    print('Done!')\n",
    "    return z_bb, z_out"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "z_bb, z_out = mono_FM_impl(samples, fs=2.4e6, file_name='SW1.wav')\n",
    "Audio('SW1.wav')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Finally, the implementation for *downsampe* is available at:\n",
    "\n",
    "https://github.com/mwickert/scikit-dsp-comm/blob/master/sk_dsp_comm/sigsys.py#L2673"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def downsample_impl(x, M, p=0):  \n",
    "    if not isinstance(M, int):\n",
    "        raise TypeError(\"M must be an int\")\n",
    "    x = x[0:int(np.floor(len(x)/M))*M]\n",
    "    x = x.reshape((int(np.floor(len(x)/M)),M))\n",
    "    y = x[:,p]\n",
    "    return y\n",
    "\n",
    "def discrim_impl(x):\n",
    "    \"\"\"\n",
    "    function disdata = discrim(x)\n",
    "    where x is an angle modulated signal in complex baseband form.\n",
    "    \n",
    "    Mark Wickert\n",
    "    \"\"\"\n",
    "    X=np.real(x)        # X is the real part of the received signal\n",
    "    Y=np.imag(x)        # Y is the imaginary part of the received signal\n",
    "    b=np.array([1, -1]) # filter coefficients for discrete derivative\n",
    "    derY=signal.lfilter(b,1,Y)  # derivative of Y, \n",
    "    derX=signal.lfilter(b,1,X)  #    \"          X,\n",
    "    disdata=(X*derY-Y*derX)/(X**2+Y**2)\n",
    "    return disdata\n",
    "\n",
    "def mono_FM_impl(x,fs=2.4e6,file_name='test.wav'):\n",
    "    \"\"\"\n",
    "    Decimate complex baseband input by 10\n",
    "    Design 1st decimation lowpass filter (f_c = 200 KHz)\n",
    "    \"\"\"\n",
    "    b = signal.firwin(64,2*200e3/float(fs))\n",
    "    # Filter and decimate (should be polyphase)\n",
    "    y = signal.lfilter(b,1,x)\n",
    "    z = downsample_impl(y,10)\n",
    "    # Apply complex baseband discriminator\n",
    "    z_bb = discrim_impl(z)\n",
    "    # Design 2nd decimation lowpass filter (fc = 12 KHz)\n",
    "    bb = signal.firwin(64,2*12e3/(float(fs)/10))\n",
    "    # Filter and decimate\n",
    "    zz_bb = signal.lfilter(bb,1,z_bb)\n",
    "    # Decimate by 5\n",
    "    z_out = downsample_impl(zz_bb,5)\n",
    "    # Save to wave file\n",
    "    ss.to_wav(file_name, 48000, z_out/2)\n",
    "    print('Done!')\n",
    "    return z_bb, z_out"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "z_bb, z_out = mono_FM_impl(samples, fs=2.4e6, file_name='SW2.wav')\n",
    "Audio('SW2.wav')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## lfilter Function\n",
    "\n",
    "lfilter function implementation is available at \n",
    "\n",
    "https://github.com/scipy/scipy/blob/v1.5.4/scipy/signal/signaltools.py#L1719-L1909\n",
    "\n",
    "This filter function is implemented as a direct II transposed structure.\n",
    "\n",
    "    This means that the filter implements:\n",
    "       a[0]*y[n] = b[0]*x[n] + b[1]*x[n-1] + ... + b[M]*x[n-M]\n",
    "                             - a[1]*y[n-1] - ... - a[N]*y[n-N]\n",
    "                             \n",
    "Since in all of our functions calls, we call this function as lfilter(b,1,x), the following *linear_function* is the simplified implementation that we need for *mono_FM*"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "def linear_filter(b, x):\n",
    "    y = np.zeros_like(x)\n",
    "    buff = np.zeros(b.shape, dtype=type(x[0]))\n",
    "    b_len = len(buff)\n",
    "    for i in range(len(y)):\n",
    "        for j in range(b_len-1):\n",
    "            buff[b_len-1-j] = buff[b_len-2-j]\n",
    "        buff[0] = x[i]\n",
    "        \n",
    "        temp = 0\n",
    "        for j in range(b_len):\n",
    "            temp += buff[j]*b[j]\n",
    "        y[i] = temp\n",
    "    return y\n",
    "\n",
    "def downsample_impl(x, M, p=0):  \n",
    "    if not isinstance(M, int):\n",
    "        raise TypeError(\"M must be an int\")\n",
    "    x = x[0:int(np.floor(len(x)/M))*M]\n",
    "    x = x.reshape((int(np.floor(len(x)/M)),M))\n",
    "    y = x[:,p]\n",
    "    return y\n",
    "\n",
    "def discrim_impl(x):\n",
    "    \"\"\"\n",
    "    function disdata = discrim(x)\n",
    "    where x is an angle modulated signal in complex baseband form.\n",
    "    \n",
    "    Mark Wickert\n",
    "    \"\"\"\n",
    "    X=np.real(x)        # X is the real part of the received signal\n",
    "    Y=np.imag(x)        # Y is the imaginary part of the received signal\n",
    "    b=np.array([1, -1]) # filter coefficients for discrete derivative\n",
    "    derY=linear_filter(b,Y)  # derivative of Y, \n",
    "    derX=linear_filter(b,X)  #    \"          X,\n",
    "    disdata=(X*derY-Y*derX)/(X**2+Y**2)\n",
    "    return disdata\n",
    "\n",
    "def mono_FM_impl(x,fs=2.4e6,file_name='test.wav'):\n",
    "    \"\"\"\n",
    "    Decimate complex baseband input by 10\n",
    "    Design 1st decimation lowpass filter (f_c = 200 KHz)\n",
    "    \"\"\"\n",
    "    b = signal.firwin(64,2*200e3/float(fs))\n",
    "    # Filter and decimate (should be polyphase)\n",
    "    y = linear_filter(b,x)\n",
    "    z = downsample_impl(y,10)\n",
    "    # Apply complex baseband discriminator\n",
    "    z_bb = discrim_impl(z)\n",
    "    # Design 2nd decimation lowpass filter (fc = 12 KHz)\n",
    "    bb = signal.firwin(64,2*12e3/(float(fs)/10))\n",
    "    # Filter and decimate\n",
    "    zz_bb = linear_filter(bb,z_bb)\n",
    "    # Decimate by 5\n",
    "    z_out = downsample_impl(zz_bb,5)\n",
    "    # Save to wave file\n",
    "    # ss.to_wav(file_name, 48000, z_out/2)\n",
    "    print('Done!')\n",
    "    return z_bb, z_out"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done!\n",
      "Proceesing time: 1416.990257 seconds\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tic = time.clock()\n",
    "z_bb, z_out = mono_FM_impl(samples, fs=2.4e6, file_name='SW3.wav')\n",
    "toc = time.clock()\n",
    "print(\"Proceesing time: {} seconds\".format(toc - tic))\n",
    "Audio(z_out, rate=48000)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## PYNQ Implementation\n",
    "\n",
    "In this section, we take a look at our function calls and their variables\n",
    "\n",
    "### Input to FPGA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(2400000,) <class 'numpy.complex128'>\n"
     ]
    }
   ],
   "source": [
    "print(samples.shape, type(samples[0]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Our samples are complex128 (64-bit real, 64-bit imaginary). We can convert it to complex64 using *samples.astype(np.complex64)*. We use this conversion later in the code.\n",
    "\n",
    "### First call to linear_filter - coefficients"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(64,) <class 'numpy.float64'>\n"
     ]
    }
   ],
   "source": [
    "fs = 2.4e6\n",
    "b = signal.firwin(64,2*200e3/float(fs))\n",
    "print(b.shape, type(b[0]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**b** is an array of float64 with 64 elements. This can be hard-coded in the source code in Vivado-HLS\n",
    "\n",
    "### First call to linear_filter - output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(128,) <class 'numpy.complex128'>\n"
     ]
    }
   ],
   "source": [
    "y = linear_filter(b,samples[0:128])\n",
    "print(y.shape, type(y[0]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "output is the same size as input with complex variables\n",
    "\n",
    "### First call to downsample - output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(12,) <class 'numpy.complex128'>\n"
     ]
    }
   ],
   "source": [
    "z = downsample_impl(y,10)\n",
    "print(z.shape, type(z[0]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "with a downsampling rate of 10, output's size is 1/10 of input with same data type\n",
    "\n",
    "### discrim - output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(12,) <class 'numpy.float64'>\n"
     ]
    }
   ],
   "source": [
    "z_bb = discrim_impl(z)\n",
    "print(z_bb.shape, type(z_bb[0]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "*discrim* function accepts complex input and produces float outputs with the same length.\n",
    "\n",
    "### Second call to linear_filter - coefficients"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(64,) <class 'numpy.float64'>\n"
     ]
    }
   ],
   "source": [
    "bb = signal.firwin(64,2*12e3/(float(fs)/10))\n",
    "print(bb.shape, type(bb[0]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**bb** is an array of float64 with 64 elements. This can be hard-coded in the source code in Vivado-HLS\n",
    "\n",
    "### Second call to linear_filter - output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(12,) <class 'numpy.float64'>\n"
     ]
    }
   ],
   "source": [
    "zz_bb = linear_filter(bb,z_bb)\n",
    "print(zz_bb.shape, type(zz_bb[0]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "output is the same size as input with float variables\n",
    "\n",
    "### Second call to downsample - FPGA output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(2,) <class 'numpy.float64'>\n"
     ]
    }
   ],
   "source": [
    "z_out = downsample_impl(zz_bb,5)\n",
    "print(z_out.shape, type(z_out[0]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "with a downsampling rate of 5, output's size is 1/5 of input with same data type"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### FPGA implementation\n",
    "\n",
    "Similar to your OFDM design, you can implement *mono_FM* as following:\n",
    "\n",
    "```\n",
    "mono_fm(complex input, float output){\n",
    "    \n",
    "    lf1(complex input, complex output);  // first linear_filter\n",
    "    downsample1(complex input, complex output); // first downsample\n",
    "    discrim(complex input, float output);\n",
    "    lf2(float input, float output); // second linear_filter\n",
    "    downsample2(float input, float output); // second downsample\n",
    "}\n",
    "```\n",
    "\n",
    "Possible optimizations:\n",
    "\n",
    "* Dataflow\n",
    "\n",
    "* Loop unrolling\n",
    "\n",
    "* Pipelining\n",
    "\n",
    "You have to create your own testbecnh and implement moono_FM in Vivado_HLS and then, using Vivado, you have to generate a working bitstream.\n",
    "\n",
    "\n",
    "## Host Program\n",
    "\n",
    "In the following, we walk you through a series of possible implementations and briefly discuss their performance.\n",
    "\n",
    "\n",
    "### Using m_axi\n",
    "\n",
    "*m_axi* has a simple implementation since it does not require a different data structure for the interface.\n",
    "However, when using *m_axi*, host does not get notified when *reads* are done. The host program can only check the **ap_done** signal which indicates that the IP is done processing its input.\n",
    "In this case, you cannot (safely) send the next input unless you receive an output. Which is not suitable for dataflow.\n",
    "\n",
    "The following cell shows an example of *m_axi*, note its large processing time."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "\n",
       "require(['notebook/js/codecell'], function(codecell) {\n",
       "  codecell.CodeCell.options_default.highlight_modes[\n",
       "      'magic_text/x-csrc'] = {'reg':[/^%%microblaze/]};\n",
       "  Jupyter.notebook.events.one('kernel_ready.Kernel', function(){\n",
       "      Jupyter.notebook.get_cells().map(function(cell){\n",
       "          if (cell.cell_type == 'code'){ cell.auto_highlight(); } }) ;\n",
       "  });\n",
       "});\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from pynq import Overlay\n",
    "from pynq import Xlnk\n",
    "\n",
    "ol = Overlay('mono_fm.bit')\n",
    "ol.download()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Proceesing time: 74.780022 seconds\n"
     ]
    }
   ],
   "source": [
    "mfm_ip = ol.mono_fm_0\n",
    "length = 1000\n",
    "length50 = 20\n",
    "in_r = Xlnk().cma_array(shape=(length,), dtype=np.float32)\n",
    "in_i = Xlnk().cma_array(shape=(length,), dtype=np.float32)\n",
    "out_hw = Xlnk().cma_array(shape=(length50,), dtype=np.float32)\n",
    "z_out_hw = np.zeros((2400*20,), dtype=np.float32)\n",
    "\n",
    "tic = time.clock()\n",
    "for i in range(2400):\n",
    "    \n",
    "    x = samples[i*1000:(i+1)*1000]\n",
    "    x_hw = x.astype(np.complex64)\n",
    "    \n",
    "    np.copyto(in_r, np.real(x_hw))\n",
    "    np.copyto(in_i, np.imag(x_hw))\n",
    "\n",
    "    mfm_ip.write(0x10, in_r.physical_address)\n",
    "    mfm_ip.write(0x18, in_i.physical_address)\n",
    "    mfm_ip.write(0x20, out_hw.physical_address)\n",
    "    mfm_ip.write(0x00, 1)\n",
    "    while not (mfm_ip.read(0x00)&0x2):\n",
    "        pass\n",
    "    np.copyto(z_out_hw[i*20:(i+1)*20], out_hw)\n",
    "    \n",
    "    in_r.flush()\n",
    "    in_i.flush()\n",
    "    out_hw.flush()\n",
    "toc = time.clock()\n",
    "print(\"Proceesing time: {} seconds\".format(toc - tic))\n",
    "\n",
    "in_r.close()\n",
    "in_i.close()\n",
    "out_hw.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Audio(z_out_hw, rate=48000)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Using axis\n",
    "\n",
    "Using the DMA library with *axis* interface, host can check the **reads** with **sendchannel.wait()** function.\n",
    "By using asyncio, we can create two separate threads for *reads* and *writes*. The following host example shows an example."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "ol = Overlay('mono_fm_dma.bit')\n",
    "ol.download()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Proceesing time: 73.60929999999999 seconds\n"
     ]
    }
   ],
   "source": [
    "import asyncio\n",
    "import pynq.lib.dma\n",
    "\n",
    "mfm_ip = ol.mono_fm_0\n",
    "dma_ro = ol.axi_dma_r\n",
    "dma_i = ol.axi_dma_i\n",
    "\n",
    "length = 1000\n",
    "length50 = 20\n",
    "in_r = Xlnk().cma_array(shape=(length,), dtype=np.float32)\n",
    "in_i = Xlnk().cma_array(shape=(length,), dtype=np.float32)\n",
    "out_hw = Xlnk().cma_array(shape=(length50,), dtype=np.float32)\n",
    "z_out_hw = np.zeros((2400*20,), dtype=np.float32)\n",
    "\n",
    "async def write_ip():\n",
    "    \n",
    "    for i in range(2400):\n",
    "        x = samples[i*1000:(i+1)*1000]\n",
    "        x_hw = x.astype(np.complex64)\n",
    "\n",
    "        np.copyto(in_r, np.real(x_hw))\n",
    "        np.copyto(in_i, np.imag(x_hw))\n",
    "\n",
    "        dma_ro.sendchannel.transfer(in_r)\n",
    "        dma_i.sendchannel.transfer(in_i)\n",
    "\n",
    "        mfm_ip.write(0x00, 1)\n",
    "\n",
    "        dma_ro.sendchannel.wait()\n",
    "        dma_i.sendchannel.wait()\n",
    "        \n",
    "        await asyncio.sleep(0.000001)\n",
    "\n",
    "        in_r.flush()\n",
    "        in_i.flush()\n",
    "\n",
    "async def read_ip():\n",
    "    \n",
    "    for i in range(2400):\n",
    "        dma_ro.recvchannel.transfer(out_hw)\n",
    "        dma_ro.recvchannel.wait()\n",
    "        await asyncio.sleep(0.000001)\n",
    "\n",
    "        np.copyto(z_out_hw[i*20:(i+1)*20], out_hw)\n",
    "        out_hw.flush()\n",
    "\n",
    "loop = asyncio.get_event_loop()\n",
    "write_task = asyncio.ensure_future(write_ip())\n",
    "read_task = asyncio.ensure_future(read_ip())\n",
    "\n",
    "tic = time.clock()\n",
    "loop.run_until_complete(read_task)\n",
    "toc = time.clock()\n",
    "print(\"Proceesing time: {} seconds\".format(toc - tic))\n",
    "\n",
    "# Removing the IP task from the event loop.\n",
    "write_task.cancel()\n",
    "in_r.close()\n",
    "in_i.close()\n",
    "out_hw.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source 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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Audio(z_out_hw, rate=48000)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Improving the host for axis interface\n",
    "\n",
    "The prcess time shown above, is not better than what we got with *m_axi*. The *wait()* functions are blocking functions and we have a large overhead. We can replace the *wait()* functions by a while loop for checking if the channel is idel.\n",
    "The following cell shows an example. Note the improvement in processing time."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "ol = Overlay('mono_fm_dma.bit')\n",
    "ol.download()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Proceesing time: 64.107959 seconds\n"
     ]
    }
   ],
   "source": [
    "import asyncio\n",
    "import pynq.lib.dma\n",
    "\n",
    "mfm_ip = ol.mono_fm_0\n",
    "dma_ro = ol.axi_dma_r\n",
    "dma_i = ol.axi_dma_i\n",
    "\n",
    "length = 1000\n",
    "length50 = 20\n",
    "in_r = Xlnk().cma_array(shape=(length,), dtype=np.float32)\n",
    "in_i = Xlnk().cma_array(shape=(length,), dtype=np.float32)\n",
    "out_hw = Xlnk().cma_array(shape=(length50,), dtype=np.float32)\n",
    "z_out_hw = np.zeros((2400*20,), dtype=np.float32)\n",
    "\n",
    "async def write_ip():\n",
    "    \n",
    "    for i in range(2400):\n",
    "        x = samples[i*1000:(i+1)*1000]\n",
    "        x_hw = x.astype(np.complex64)\n",
    "\n",
    "        np.copyto(in_r, np.real(x_hw))\n",
    "        np.copyto(in_i, np.imag(x_hw))\n",
    "\n",
    "        dma_ro.sendchannel.transfer(in_r)\n",
    "        dma_i.sendchannel.transfer(in_i)\n",
    "\n",
    "        mfm_ip.write(0x00, 1)\n",
    "\n",
    "        while not dma_i.sendchannel.idle:\n",
    "            await asyncio.sleep(0.000001)\n",
    "\n",
    "        in_r.flush()\n",
    "        in_i.flush()\n",
    "\n",
    "async def read_ip():\n",
    "    \n",
    "    for i in range(2400):\n",
    "        dma_ro.recvchannel.transfer(out_hw)\n",
    "        \n",
    "        while not dma_ro.recvchannel.idle:\n",
    "            await asyncio.sleep(0.000001)\n",
    "\n",
    "        np.copyto(z_out_hw[i*20:(i+1)*20], out_hw)\n",
    "        out_hw.flush()\n",
    "\n",
    "loop = asyncio.get_event_loop()\n",
    "write_task = asyncio.ensure_future(write_ip())\n",
    "read_task = asyncio.ensure_future(read_ip())\n",
    "\n",
    "tic = time.clock()\n",
    "loop.run_until_complete(read_task)\n",
    "toc = time.clock()\n",
    "print(\"Proceesing time: {} seconds\".format(toc - tic))\n",
    "\n",
    "# Removing the IP task from the event loop.\n",
    "write_task.cancel()\n",
    "in_r.close()\n",
    "in_i.close()\n",
    "out_hw.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source 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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Audio(z_out_hw, rate=48000)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Another try to improving the host for axis interface\n",
    "\n",
    "Instead of starting our IP via the *s_axilite* interface, in vivado, we can connect this signal to a constant block similar to [lab2](https://pp4fpgas.readthedocs.io/en/latest/axidma.html).\n",
    "Although we save one instruction, the improvement is negligible."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "ol = Overlay('mono_fm_dma_fixed.bit')\n",
    "ol.download()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Proceesing time: 64.08997900000003 seconds\n"
     ]
    }
   ],
   "source": [
    "import asyncio\n",
    "import pynq.lib.dma\n",
    "\n",
    "dma_ro = ol.axi_dma_r\n",
    "dma_i = ol.axi_dma_i\n",
    "\n",
    "length = 1000\n",
    "length50 = 20\n",
    "in_r = Xlnk().cma_array(shape=(length,), dtype=np.float32)\n",
    "in_i = Xlnk().cma_array(shape=(length,), dtype=np.float32)\n",
    "out_hw = Xlnk().cma_array(shape=(length50,), dtype=np.float32)\n",
    "z_out_hw = np.zeros((2400*20,), dtype=np.float32)\n",
    "\n",
    "async def write_ip():\n",
    "    \n",
    "    for i in range(2400):\n",
    "        x = samples[i*1000:(i+1)*1000]\n",
    "        x_hw = x.astype(np.complex64)\n",
    "\n",
    "        np.copyto(in_r, np.real(x_hw))\n",
    "        np.copyto(in_i, np.imag(x_hw))\n",
    "\n",
    "        dma_ro.sendchannel.transfer(in_r)\n",
    "        dma_i.sendchannel.transfer(in_i)\n",
    "        \n",
    "        # we do not need to execute mfm_ip.write(0x00, 1)\n",
    "\n",
    "        while not dma_i.sendchannel.idle:\n",
    "            await asyncio.sleep(0.000000001)\n",
    "\n",
    "        in_r.flush()\n",
    "        in_i.flush()\n",
    "\n",
    "async def read_ip():\n",
    "    \n",
    "    for i in range(2400):\n",
    "        dma_ro.recvchannel.transfer(out_hw)\n",
    "        \n",
    "        while not dma_ro.recvchannel.idle:\n",
    "            await asyncio.sleep(0.000000001)\n",
    "\n",
    "        np.copyto(z_out_hw[i*20:(i+1)*20], out_hw)\n",
    "        out_hw.flush()\n",
    "\n",
    "loop = asyncio.get_event_loop()\n",
    "write_task = asyncio.ensure_future(write_ip())\n",
    "read_task = asyncio.ensure_future(read_ip())\n",
    "\n",
    "tic = time.clock()\n",
    "loop.run_until_complete(read_task)\n",
    "toc = time.clock()\n",
    "print(\"Proceesing time: {} seconds\".format(toc - tic))\n",
    "\n",
    "# Removing the IP task from the event loop.\n",
    "write_task.cancel()\n",
    "in_r.close()\n",
    "in_i.close()\n",
    "out_hw.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source 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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Audio(z_out_hw, rate=48000)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Streaming all the data\n",
    "\n",
    "In our previous examples, we had to send and receive many chunks of data (2400 of them). This is a large overhead for initializing DMAs, transmitting the data, and waiting for each transmission.\n",
    "\n",
    "We can change it to a one time transmittion. However, we cannot store all the data in our FPGA at once, therefore, we have to stream the data, and process it in chuncks.\n",
    "\n",
    "In this design, the HLS implementation reads 1000 inputs, processes it and writes the results to the output DMA. It repeats this process for 2400 times. The last bit (used for indicating the last output for DMA) is only set to 1 for the very last output of the last chunck (2400th output).\n",
    "\n",
    "By applying proper optimizations, the IP can read new inputs (1000 at the time) with a small interval and using dataflow, a stream of outputs can be generated.\n",
    "\n",
    "The following cells show an example for such an IP. Note the improvement in the procesing time."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "ol = Overlay('mono_fm_dma_fast.bit')\n",
    "ol.download()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Proceesing time: 0.9370569999999816 seconds\n"
     ]
    }
   ],
   "source": [
    "dma_ro = ol.axi_dma_r\n",
    "dma_i = ol.axi_dma_i\n",
    "\n",
    "length = 1000*2400\n",
    "length50 = 20*2400\n",
    "in_r = Xlnk().cma_array(shape=(length,), dtype=np.float32)\n",
    "in_i = Xlnk().cma_array(shape=(length,), dtype=np.float32)\n",
    "out_hw = Xlnk().cma_array(shape=(length50,), dtype=np.float32)\n",
    "\n",
    "tic = time.clock()    \n",
    "x_hw = samples.astype(np.complex64)\n",
    "\n",
    "np.copyto(in_r, np.real(x_hw))\n",
    "np.copyto(in_i, np.imag(x_hw))\n",
    "\n",
    "dma_ro.sendchannel.transfer(in_r)\n",
    "dma_i.sendchannel.transfer(in_i)\n",
    "dma_ro.recvchannel.transfer(out_hw)\n",
    "\n",
    "dma_ro.sendchannel.wait()\n",
    "dma_i.sendchannel.wait()\n",
    "dma_ro.recvchannel.wait()\n",
    "\n",
    "toc = time.clock()\n",
    "print(\"Proceesing time: {} seconds\".format(toc - tic))\n",
    "\n",
    "in_r.close()\n",
    "in_i.close()\n",
    "out_hw.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source 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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Audio(out_hw, rate=48000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0xa9dacf30>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "RMSE: 8.434689546436835e-08\n"
     ]
    }
   ],
   "source": [
    "\"\"\" Calculating and plotting Error\"\"\"\n",
    "%matplotlib inline\n",
    "diff = z_out - out_hw\n",
    "plt.plot(diff)\n",
    "plt.ylim((-0.00001, 0.00001))\n",
    "plt.show()\n",
    "print(\"RMSE: {}\".format(np.sqrt(np.mean((diff)**2))))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
